写一段遗传算法的电网网优化代码
时间: 2023-03-09 07:19:43 浏览: 138
答案:// 遗传算法的电网网优化代码
// 首先定义一个种群,然后计算电网的效率
int populationSize = 20;
int population[populationSize];
double efficiency[populationSize];// 计算种群中每个个体的效率
for(int i = 0; i < populationSize; i++){
// 计算种群个体population[i]的效率
efficiency[i] = calculateEfficiency(population[i]);
}// 对种群进行选择,计算适应度
double fitness[populationSize];
for(int i = 0; i < populationSize; i++){
// 计算种群个体population[i]的适应度
fitness[i] = calculateFitness(efficiency[i]);
}// 对种群进行交叉,生成新的种群
int newPopulation[populationSize];
for(int i = 0; i < populationSize; i++){
// 交叉种群中population[i]和population[i+1],生成新的个体
newPopulation[i] = crossover(population[i], population[i+1]);
}// 对种群进行变异,生成新的种群
for(int i = 0; i < populationSize; i++){
// 对种群个体population[i]进行变异
newPopulation[i] = mutate(population[i]);
}// 对新的种群进行实验,计算其效率
double newEfficiency[populationSize];
for(int i = 0; i < populationSize; i++){
// 计算种群个体newPopulation[i]的效率
newEfficiency[i] = calculateEfficiency(newPopulation[i]);
}// 迭代,循环执行以上步骤,直到收敛
while(!converge(newEfficiency)){
// 重复上述步骤
}
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